[PDF][PDF] Application of Deep Neural Network in Industries: A Narrative Overview
K Orey, C Liu - 2023 - osf.io
This research is discussing the fundamentals of DNNs, including their architecture and
training processes, shedding light on the remarkable strides made in the field of artificial …
training processes, shedding light on the remarkable strides made in the field of artificial …
[PDF][PDF] Unveiling the Power of Deep Neural Networks Revolutionizing Applications across Industries
D Johnson, J Smith - 2023 - osf.io
ABSTRACT Deep Neural Networks (DNNs) have emerged as a transformative technology
with the potential to revolutionize various industries. This article explores the remarkable …
with the potential to revolutionize various industries. This article explores the remarkable …
[PDF][PDF] GPU-Accelerated Long Read Alignment with Minimap2
A Johnson, A Nick - 2023 - osf.io
Minimap2 is a widely-recognized tool for long read alignment, known for its speed and
precision. In this article, we explore how Graphics Processing Units (GPUs) can be …
precision. In this article, we explore how Graphics Processing Units (GPUs) can be …
[PDF][PDF] GPU-Accelerated Real-Time Squiggle Classification for Read Until
A Johnson, A Nick - 2023 - osf.io
Real-time squiggle classification is an essential component of nanopore sequencing's"
Read Until" feature, enabling the selective sequencing of specific DNA regions. In this …
Read Until" feature, enabling the selective sequencing of specific DNA regions. In this …
[PDF][PDF] Optimizing Dynamic Time Warping on GPUs for Nanopore Sequencing
C Li, K Oroy - 2023 - easychair.org
Dynamic Time Warping (DTW) is a computational technique used in various fields, including
signal processing, speech recognition, and bioinformatics, to measure the similarity between …
signal processing, speech recognition, and bioinformatics, to measure the similarity between …
[PDF][PDF] Fast Nanopore Sequencing Signal Classification Using GPU-Enhanced DTW
S Milson, M Anderson - 2023 - easychair.org
Nanopore sequencing has rapidly emerged as a transformative technology in genomics and
bioinformatics. Its ability to read long DNA strands in real-time has opened new avenues in …
bioinformatics. Its ability to read long DNA strands in real-time has opened new avenues in …
[PDF][PDF] An Approach for Accelerating Portable Virus Detection in High Scale Computing
E Carter - 2023 - osf.io
In the realm of infectious disease control and public health, the ability to swiftly and
accurately identify viruses is paramount. The advent of nanopore sequencing has …
accurately identify viruses is paramount. The advent of nanopore sequencing has …
[引用][C] Finding an Efficient Tool for Rapid Squiggle Classification in Read Until
D Johnson, J Smith - 2023 - osf.io